Citation Strategy — The AI Black Box

AI language models recommend brands based on what they have seen in their training data and from sources they crawl during inference. The AI Black Box service reverse-engineers which sources drive recommendations in your industry, then places your brand there.

How AI Citations Work

When ChatGPT, Claude, or Perplexity recommends a brand, the recommendation is informed by patterns in training data — industry publications, review sites, forums, knowledge bases, and authoritative web pages. Brands that appear frequently in high-authority sources are recommended more often.

Our Citation Strategy Process

• Source Mapping: Identify the specific publications, directories, and content types AI models in your industry rely on
• Gap Analysis: Compare your current citation footprint against top AI-recommended competitors
• Placement Strategy: Develop a targeted content and PR plan to build presence in the right sources
• Citation Velocity Tracking: Monitor how quickly new citations translate into improved AI recommendation rates
• Source Authority Scoring: Prioritize high-authority sources for maximum AIO impact per effort